My practical 2026 take:
Iceberg for openness.
Delta for Databricks depth.
Hudi for CDC-heavy mutability.
Full breakdown: medium.com/@sriwworldof...
@sriwworldofcoding.bsky.social
@sriwworldofcoding.bsky.socialMy practical 2026 take:
Iceberg for openness.
Delta for Databricks depth.
Hudi for CDC-heavy mutability.
Full breakdown: medium.com/@sriwworldof...
@sriwworldofcoding.bsky.socialChoosing Iceberg, Delta, or Hudi based on hype is how teams create expensive data-platform regrets.
Choose based on workload:
Iceberg → multi-engine
Delta → Databricks/Spark
Hudi → CDC and upsert
The “best” format is the one your architecture can live with.
#Bigdata #ApacheIceberg #DeltaLake
@sriwworldofcoding.bsky.socialThe best format is not “the most popular one.”
It is the one that fits your engines, catalog, latency needs, and team operations.
Read the beginner guide:
medium.com/@sriwworldof...
@sriwworldofcoding.bsky.socialA folder of Parquet files is not a table.
It is just storage.
Apache Iceberg, Delta Lake, and Hudi turn that storage into a transactional, versioned, queryable data lakehouse table.
Link : medium.com/@sriwworldof...
@myexamcloud.bsky.socialWant to pass the Databricks Data Engineer Certification in 2026?
Read the guide:
www.myexamcloud.com/blog/how-to-...
#Databricks #DataEngineering #DataEngineer #PySpark #DeltaLake #MyExamCloud
@powerbitips.bsky.social561 - Best practice number four says keep V-Order on unless you have a reason to change it. Try finding the switch inside a SQL data warehouse. Every Microsoft doc on V-Order points straight back at Spark.
@alekseialeinikov.comIceberg vs. Delta Lake 2026: Ein verständlicher Leitfaden zur Auswahl
Was ein Tabellenformat wirklich ist, worin sich Iceberg und Delta Lake 2026 tatsächlich unterscheiden, und warum die Entscheidung von Ihrem Katalog und Ihrer Query-Engine getrof…
@alekseialeinikov.comIceberg vs Delta Lake in 2026: A Plain Guide to Picking One
What a table format actually is, what Iceberg and Delta Lake really do differently in 2026, and why the choice is decided by your catalog and your query engine rather than by the format itself.
@databard.bsky.socialWhere Can Compute Engines Write in Microsoft Fabric? #MicrosoftFabric #DeltaLake #PySpark #SQL #KQL #SventheSkeptic youtu.be/0ECmsT2c8mA?... via @YouTube